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- этимология
swarm up - перевод на испанский
![Photo: School of herrings [[ram feeding]] on a swarm of copepods.](https://commons.wikimedia.org/wiki/Special:FilePath/Herringramkils.jpg?width=200 "Photo: School of herrings [[ram feeding]] on a swarm of copepods.")
![Swarms of [[jellyfish]] also prey on copepods](https://commons.wikimedia.org/wiki/Special:FilePath/Jelly cc4.jpg?width=200 "Swarms of [[jellyfish]] also prey on copepods")
![A swarm of migrating [[herring]]s](https://commons.wikimedia.org/wiki/Special:FilePath/Heringsschwarm.gif?width=200 "A swarm of migrating [[herring]]s")
![A swarm of [[ladybird]]s](https://commons.wikimedia.org/wiki/Special:FilePath/Mariehønseår.jpg?width=200 "A swarm of [[ladybird]]s")
![swarm of earthquakes]]](https://commons.wikimedia.org/wiki/Special:FilePath/MexicaliEarthquakeSwarm.gif?width=200 "swarm of earthquakes]]")
aglomeración
pulular
![flocking behaviour of sheep]].](https://commons.wikimedia.org/wiki/Special:FilePath/Border Collie sheepdog trial.jpg?width=200 "flocking behaviour of sheep]].")
![[[Kilobot]] thousand-robot swarm developed by [[Radhika Nagpal]] and Michael Rubenstein at [[Harvard University]].](https://commons.wikimedia.org/wiki/Special:FilePath/Kilobot robot swarm.JPG?width=200 "[[Kilobot]] thousand-robot swarm developed by [[Radhika Nagpal]] and Michael Rubenstein at [[Harvard University]].")
![Swarming [[krill]]](https://commons.wikimedia.org/wiki/Special:FilePath/Krill swarm.jpg?width=200 "Swarming [[krill]]")
![topological distance]] model (right), the focal fish only pays attention to the six or seven closest fish (green), regardless of their distance.](https://commons.wikimedia.org/wiki/Special:FilePath/Metric vs topological distance in schools of fish.png?width=200 "topological distance]] model (right), the focal fish only pays attention to the six or seven closest fish (green), regardless of their distance.")
![monarch butterflies]]. Monarch butterflies migrate to [[Santa Cruz, California]], where they [[overwinter]]](https://commons.wikimedia.org/wiki/Special:FilePath/Monarch flock.jpg?width=200 "monarch butterflies]]. Monarch butterflies migrate to [[Santa Cruz, California]], where they [[overwinter]]")
![anchovies]]](https://commons.wikimedia.org/wiki/Special:FilePath/Moofushi Kandu fish.jpg?width=200 "anchovies]]")
![Large bird typically migrate in V [[echelon formation]]s. There are significant aerodynamic gains. All birds can see ahead, and towards one side, making a good arrangement for protection.](https://commons.wikimedia.org/wiki/Special:FilePath/PSM V84 D217 2 Flocking habit of migratory birds fig5.jpg?width=200 "Large bird typically migrate in V [[echelon formation]]s. There are significant aerodynamic gains. All birds can see ahead, and towards one side, making a good arrangement for protection.")
![Police protect [[Nick Altrock]] from an adoring crowd during [[baseball]]'s [[1906 World Series]]](https://commons.wikimedia.org/wiki/Special:FilePath/Police protect Nick Altrock from adoring crowd, 1906 World Series.jpg?width=200 "Police protect [[Nick Altrock]] from an adoring crowd during [[baseball]]'s [[1906 World Series]]")
![16px]] [http://vimeo.com/31158841 Murmurations of starlings]](https://commons.wikimedia.org/wiki/Special:FilePath/Rail Bridge Swarm of Starlings. - geograph.org.uk - 124591.jpg?width=200 "16px]] [http://vimeo.com/31158841 Murmurations of starlings]")
![A 19th century depiction of a swarm of [[desert locust]]s](https://commons.wikimedia.org/wiki/Special:FilePath/Schwarm Wanderheuschrecke.jpg?width=200 "A 19th century depiction of a swarm of [[desert locust]]s")
![self-organization in biology]]](https://commons.wikimedia.org/wiki/Special:FilePath/Sort sol ved Ørnsø 2007.jpg?width=200 "self-organization in biology]]")
Википедия
Swarm intelligence (SI) is the collective behavior of decentralized, self-organized systems, natural or artificial. The concept is employed in work on artificial intelligence. The expression was introduced by Gerardo Beni and Jing Wang in 1989, in the context of cellular robotic systems.
SI systems consist typically of a population of simple agents or boids interacting locally with one another and with their environment. The inspiration often comes from nature, especially biological systems. The agents follow very simple rules, and although there is no centralized control structure dictating how individual agents should behave, local, and to a certain degree random, interactions between such agents lead to the emergence of "intelligent" global behavior, unknown to the individual agents. Examples of swarm intelligence in natural systems include ant colonies, bee colonies, bird flocking, hawks hunting, animal herding, bacterial growth, fish schooling and microbial intelligence.
The application of swarm principles to robots is called swarm robotics while swarm intelligence refers to the more general set of algorithms. Swarm prediction has been used in the context of forecasting problems. Similar approaches to those proposed for swarm robotics are considered for genetically modified organisms in synthetic collective intelligence.
